现代信息科技2026，Vol.10Issue(1)：47-51,57,6.DOI:10.19850/j.cnki.2096-4706.2026.01.010
基于大语言模型与遗传算法的数据价值评估与定价研究
Research on Data Value Evaluation and Pricing Based on Large Language Models and Genetic Algorithms
王雪钦 1曹建彤1
作者信息
- 1. 北京邮电大学 经济管理学院,北京 100876
- 折叠
摘要
Abstract
As the importance of data elements in the digital economy continues to rise,scientific pricing has become an urgent key problem to be solved.This paper constructs a multidimensional data utility system integrated with Large Language Model-assisted evaluation,quantifies data value from four dimensions including data capacity,quality,Machine Learning applicability and privacy protection,and proposes a multi-version pricing model based on Genetic Algorithms.Verified through empirical analysis,the results show that the model can effectively capture the multidimensional trade-offs of data value,achieve the maximum profits of suppliers,and provide feasible theoretical and practical references for the value discovery and efficient circulation of data elements.关键词
数据定价/效用评估/大语言模型/遗传算法/市场细分Key words
data pricing/utility evaluation/Large Language Model/Genetic Algorithm/market segmentation分类
信息技术与安全科学引用本文复制引用
王雪钦,曹建彤..基于大语言模型与遗传算法的数据价值评估与定价研究[J].现代信息科技,2026,10(1):47-51,57,6.
